{"id":"https://openalex.org/W1035981622","doi":"https://doi.org/10.1007/978-3-642-40846-5_43","title":"MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping","display_name":"MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1035981622","doi":"https://doi.org/10.1007/978-3-642-40846-5_43","mag":"1035981622"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40846-5_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40846-5_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029267128","display_name":"Piotr Szyma\u0144ski","orcid":"https://orcid.org/0000-0002-7733-3239"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I1293334821","display_name":"Ducks Unlimited Canada","ror":"https://ror.org/04p45sn64","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I1293334821","https://openalex.org/I4210107169"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Piotr Szyma\u0144ski","raw_affiliation_strings":["Faculty of Computer Science and Management, Institute of Informatics, Wroclaw University of Technology, Wroc\u0142aw, Poland","illimites Foundation, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Management, Institute of Informatics, Wroclaw University of Technology, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"illimites Foundation, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I1293334821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050914099","display_name":"Tomasz Kajdanowicz","orcid":"https://orcid.org/0000-0002-8417-1012"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Kajdanowicz","raw_affiliation_strings":["Faculty of Computer Science and Management, Institute of Informatics, Wroclaw University of Technology, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Management, Institute of Informatics, Wroclaw University of Technology, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"431","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8309615850448608},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.8103846907615662},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.7550825476646423},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5542190670967102},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5410988926887512},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5187942385673523},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4765618145465851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47108495235443115},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41849568486213684},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.41066351532936096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34963637590408325},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19701367616653442},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1169399619102478},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09455877542495728}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8309615850448608},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.8103846907615662},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.7550825476646423},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5542190670967102},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5410988926887512},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5187942385673523},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4765618145465851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47108495235443115},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41849568486213684},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.41066351532936096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34963637590408325},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19701367616653442},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1169399619102478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09455877542495728},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-40846-5_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40846-5_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W66588809","https://openalex.org/W995630646","https://openalex.org/W1506806321","https://openalex.org/W1578945709","https://openalex.org/W1603920809","https://openalex.org/W1663973292","https://openalex.org/W1756265184","https://openalex.org/W1870686808","https://openalex.org/W1953606363","https://openalex.org/W1998839399","https://openalex.org/W2019009079","https://openalex.org/W2020423193","https://openalex.org/W2025543856","https://openalex.org/W2045031708","https://openalex.org/W2089458547","https://openalex.org/W2095293504","https://openalex.org/W2125050594","https://openalex.org/W2151936673","https://openalex.org/W2166559705","https://openalex.org/W2290127356","https://openalex.org/W2492778706","https://openalex.org/W2502258425","https://openalex.org/W2998574808","https://openalex.org/W4232706428"],"related_works":["https://openalex.org/W2510206144","https://openalex.org/W4376528628","https://openalex.org/W2739554176","https://openalex.org/W4205999209","https://openalex.org/W2900338305","https://openalex.org/W4308086152","https://openalex.org/W1997162386","https://openalex.org/W2046798493","https://openalex.org/W4297182212","https://openalex.org/W2241072627"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}